Written by John Moravec on Tuesday, February 12, 2008 at 11:15
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From this morning’s MACTA keynote address: Co-constructing Career and Technical Education for the 21st Century
Career and Technical Education is poised at the inflection point of a technological and social change process identified as the “J” Curve. Just like the letter J, the “J” Curve describes a sharp upward turn in the exponentially accelerating rate of change. The effects of the “J” Curve will be felt -indeed, are already being felt- by every institution, company, government, and school in all societies. This presentation centers on the leadership that can be exerted by Career and Technical Education in the context of the “J” Curve’s increasing impacts.
To view the slides in a larger format, click here.
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Category: Accelerating Change, Innovative Thinkers, The Singularity
Tags: Accelerating Change, China, Innovation, LeapFrog, Minnesota, presentation, Technological Singularity, technologies, transhumanism
Written by John Moravec on Thursday, December 6, 2007 at 15:38
Here’s my presentation from this morning’s La Universidad en México en el año 2030: imaginando futuros conference at UNAM in Mexico City.
(Click here for the Spanish version.)
This paper introduces how the convergence of globalization, emergence of the knowledge society and accelerating change contribute to what might be best termed a New Paradigm of knowledge production in higher education. The New Paradigm reflects the emerging shifts in thought, beliefs, priorities and practice in regard to education in society. These new patterns of thought and belief are forming to harness and manage the chaos, indeterminacy, and complex relationships of the postmodern.
(Read more …)
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Category: Accelerating Change, Futures research, Globalization
Tags: Accelerating Change, conference, futures, Globalization, higher education, knowledge production, knowledge society, leadership, Mexico, Minnesota, New Paradigm
Written by John Moravec on Saturday, November 3, 2007 at 15:40
I’m back from a week in Ecuador, where I participated in a conference hosted in the Faculty of Latin American Social Sciences (FLACSO), and delivered two invited lectures. At FLACSO, I discussed the co-seminar conducted by myself and Dr. Arthur Harkins at the University of Minnesota, in cooperation with FLACSO-México (lead by Dr. Cristóbal Cobo).
On Monday, Cobo and I visited the Universidad San Francisco de Quito, and presented to a group of about 150 students and faculty. Cobo discussed his new book, Planeta Web 2.0, and I followed-up with a presentation on the collaboration between UMN-FLACSO, with a focus on our co-seminar model.

On Tuesday, Cobo and I presented the co-seminar model, our joint course, lessons learned, and future prospects at the FLACSO 50th Anniversary conference. Much of the discussion with the audience was centered on the future of education. Dr. Eduardo Ibarra (from UAM-Cuajimalpa) commented on the need for post-disciplinary learning (the dynamic creation of new disciplines, often at the personal level), beyond the transdisciplinary scope that we presented. (That’s Leapfrog thinking!) Eduardo will host a conference on imagining futures for Mexican universities in 2030 in early December. I will participate there, so we will have a lot to talk about!
“Version 2.0″ of the seminar will commence in January. This time, in addition to FLACSO-México, FLACSO-Ecuador and FLACSO-Chile may also join. Following a Skype conference with Ismael Peña-López (of ICTlogy), it’s possible that Ph.D. students at UOC in Barcelona will participate as well. So, it is conceivable the co-seminar may be conducted in three languages: English, Spanish and Catalan.

Wednesday involved an early morning flight to the Universidad Técnica Particular de Loja (UTPL) in Southern Ecuador. The school has 23,000 students, of which 20,000 are distance learners. Cobo and I toured the campus, met with leaders of the central administration and research centers, and delivered lectures to about 250 students and faculty. Cobo again discussed Planeta Web 2.0, but also focused on “so what?” questions regarding his book. I discussed the New Paradigm and the Leapfrog Principle. Together, we highlighted how accelerating change is transforming everything in society, and the students presented cheered at several of the leapfrog-enabling technologies on the horizon.
A few audience members posted their reactions to our lectures:


(In two of the above posts, I am incorrectly noted as a co-author of Planeta Web 2.0. That’s not true! It’s written by Cristóbal Cobo and Hugo Pardo. Also, a statement I made was misinterpreted. To correct the record, I stated that U.S. universities are now only discussing incorporating Web 2.0 technologies into their schools; whereas Loja is already adopting their use in the curriculum.)
An interesting aspect of UTPL is that its students and recent graduates run its research centers, and that the university is providing spaces for student-run “skunk works.” In addition to providing facilities, UTPL provides these entrepreneurial students with business and legal advice for forming successful ventures in Ecuador. Their hope is to create a new Silicon Valley in the Loja Valley. I found this focus on youth empowerment to be enlightening.
Wednesday afternoon focused on conversations with UTPL leaders on “what’s next.” More on that will emerge over the next few months… stay tuned!
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Category: General
Tags: Accelerating Change, blog, conference, Ecuador, FLACSO, ICT, Latin America, LeapFrog, New Paradigm, presentation, students, youth
Written by John Moravec on Monday, October 1, 2007 at 0:00
Eliezer Yudkowsky, on the SIAI blog, posted his observations of the emergence of three “logically distinct” schools of thought related to the Singularity:
- Accelerating change (Ray Kurzweil, Alvin Toffler, John Smart): “technological change feeds on itself, and therefore accelerates” along a predictable curve.
- Event Horizon (Vernor Vinge): “Shortly, technology will advance to the point of improving on human intelligence (brain-computer interfaces, Artificial Intelligence). This will create a future that is weirder by far than most science fiction, a difference-in-kind that goes beyond amazing shiny gadgets.”
- Intelligence explosion (I.J. Good, Eliezer Yudkowsky [and, I'm sure, many others]): “the smarter you get, the more intelligence you can apply to making yourself even smarter.”
All three interpretations of the Singularity, Yudkowsky argues, require specific delineation to avoid being mashed into –and interpreted as– a single, apocalyptic metanarrative in popular discourse. Perhaps to better prepare educators for seemingly more absurd, ambiguous, and chaotic futures, we ought to build Singularity awareness, acceptance and preparedness by serializing our conversations:
First, change is accelerating. The good news is that we can plot out, reasonably predict, and prepare for much of it. What changes are our schools prepared for?
Second, a smarter society will start to build smarter things. Human intelligence hasn’t increased, but distributed knowledge across society will help us build improved humans, successor species and machines that will outsmart us. Students enrolled in schools today will likely face a future where “natural” humans are no longer the most intelligent species on the planet. How can we prepare them?
Third, our future could be very, very weird. Period. Are we doing anything to prepare students for futures beyond anyone’s imagination?
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Category: The Singularity
Tags: Accelerating Change, artificial intelligence, futures, humans, students
Written by John Moravec on Thursday, September 27, 2007 at 8:54
People seem really concerned about “future-proofing” in a world driven by accelerating change and accelerating uncertainty. For example:
This promotes dichotomic thinking along the lines of, “if the rest of the world is going to change, how can I (or my beloved institution) best survive by changing the least myself?” Why shouldn’t we expect ourselves to change significantly as well? To leapfrog beyond the contradictory thinking of “future-proofing,” perhaps we should ask ourselves:
- Does the future need schools?
- Does the future need libraries?
- Does the future need wealth?
- Does the future need careers?
- Does the future need families?
…and we ought to also ask how, why, and what do we need to change today?
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Category: Accelerating Change
Tags: Accelerating Change, change, futures, LeapFrog
Written by John Moravec on Monday, September 10, 2007 at 9:33
Two articles related to the Singularity Summit have appeared on preparing for the Technological Singularity:
First, Jamais Cascio writes on a Metaverse Roadmap Overview:
In this work, along with my colleagues John Smart and Jerry Paffendorf, I sketch out four scenarios of how a combination of forces driving the development of immersive, richly connected information technologies may play out over the next decade. But what has struck me more recently about the Roadmap scenarios is that the four worlds could also represent four pathways to a Singularity. Not just in terms of the technologies, but — more importantly — in terms of the social and cultural choices we make while building those technologies.
The scenarios explored are:
- Virtual Worlds: the combination of simulation and intimate (highly personalized) technologie
- Mirror Worlds: the intersection of simulation and externally-focused technologies
- Augmented Reality: the collision of augmentation and external technologies
- Lifelogging: brings together augmentation and intimate technologies to record the experiences and histories of objects and users (what Cascio refers to as “participatory panopticon“)
Read more at Open the Future…
Second, Bryan Gardiner writes on the Wired blog that Peter Thiel, co-founder of PayPal, multi-millionaire Facebook backer, and the president of Clarium Capital Management, a global macro hedge fund, is devising a Singularity-aware investment strategy based on two, polarized scenarios in a near-future world where machines will become smarter than humans:
- Negative scenario: where machines won’t need us and humans become expendable
- Positive scenario: where humans would still have a positive outlook
Regardless of the two scenarios, Gardiner points out that the volatile booms and busts over recent years are indicative of the market’s attempts to align itself with near-Singularity transformations:
In essence, he argues that each of these booms represent different bets on the singularity, or at least on various things that are proxies for it, like globalization. What’s more, we’ve been seeing them now for over 30 years.
The markets are catching on to accelerating change. Why not bet on the Singularity in our schools as well?
Related posts
Category: Accelerating Change, The Singularity
Tags: Accelerating Change, artificial intelligence, Globalization, humans, strategy, Technological Singularity, technologies
Written by John Moravec on Friday, August 31, 2007 at 18:45
My doctoral dissertation, A New Paradigm of Knowledge Production in Minnesota Higher Education: A Delphi Study, is available for purchase online or for online preview:
SPECIAL:
Download now and save! For the month of September, the PDF edition is available for download at the discounted price of $30.00 $15.00 (50% off)!
(Read more …)
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Category: Accelerating Change, Futures research, Globalization, Innovation, Public Policy
Tags: Accelerating Change, futures, Globalization, higher education, knowledge, knowledge production, knowledge society, leadership, Minnesota, New Paradigm, research, trends
Written by John Moravec on Saturday, August 18, 2007 at 12:51
I sent an email out to a few folks with a short question:
Which trend will have the greatest impact on education in the 21st century?
[ ] Globalization
[ ] Rise of the knowledge society
[ ] Accelerating change
[ ] Other: _______
The results will be posted below as I receive them. If you did not receive an invitation, but would like to participate, please email me at moravec@umn.edu with your response.
I will update this response summary over the next couple evenings:

(64 responses recorded as of last update)
(Read more …)
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Category: General
Tags: 21st century, Accelerating Change, futures, Globalization, knowledge society
Written by Cristóbal Cobo on Sunday, July 8, 2007 at 18:09

Famous for changing the color of their skin, chameleons are more like mood rings,
with their color changes reflecting mood, temperature, light, and other stimuli.
Based in the analysis of Hatano (1982), Brophy, Hodge, Bransford (2004) wrote a short and interesting work in progress where they analyzed the idea of adaptive expertise as the “ability to process information quickly and identify solutions to common problems as a display of competency in a particular skill and/or depth of domain knowledge”.
Considering the accelerating changes of the present and the unpredictable chaotic up coming future, the authors describe the importance of empower “learners to have flexible knowledge that allows them to invent ways to solve familiar problems and innovative skills to identify new problems. We suggest that the more desirable definition of expertise relates to students ‘adaptive-ness’ to identifying and solving novel problem”.
This adaptive expertise is based in the idea that “without a fluent and flexible use of knowledge a person will not be able to identify and expand on that creative idea”, that’s why the “life long learning and adapting to new situations is a critical component to succeeding in the workplace and in personal affairs”.
With pedagogic models established in the 19th century, teachers who were born during the 20th century and students from the 21st century the society (schools, enterprises, governments) demands citizens able to develop “innovation skills that will assist in their abilities to solve routine problems and identify new problems”. This kind of expertise will allow “the ability to identify new opportunities in this continuously transforming environment for change that make them more productive and profitable”.
Instead of routine experts our Learning Society requires citizens “who begin by identify what they know about the problem and what more they need to define in order to solve the challenge. The learner expands on these thought first by comparing them with their peers, then comparing them with experts familiar with aspects of the initial challenge”.
References:
- Work in Progress - Adaptive Expertise: Beyond Apply Academic Knowledge (Sean Brophy, Lynn Hodge, and John Bransford).
- Hatano, G. Cognitive consequences of practice in culture specific procedural skills. The Quarterly Newsletter of the Laboratory of Comparative Human Cognition, 4, 1982, 15–18.
Images Source: © 1996-2007 National Geographic.
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Category: Guest Blogger
Tags: Accelerating Change, adaptive expertise, Guest Blogger, learning
Today’s list discusses how U.S. education is failing to create students that will succeed in creative, knowledge- and innovation-based economies. Not surprisingly, No Child Left Behind heads-off this list as failure #1:
- No Child Left Behind. NCLB is producing exactly the wrong products for the 21st Century, but is right on for the 1850’s through 1950. NCLB’s fractured memorization model opposes the creative, synthetic thinking required for new work and effective citizenship.
- Schools are merging with prisons. As soon as students enter schools, they lose many of their fundamental rights, including the right to free speech. Students who do not wish to conform to prison-like, automaton production must develop individual creativity to survive… often at a price.
- Inadequate teacher preparation, recruitment and retention. The U.S. public schools have always been lemmings, but are now failing to produce teachers who are savvy to the contemporary trends their students must learn and respond to in times of accelerating change. The other half of the picture is teacher-modeled creativity, something the public schools have never seriously attempted.
- Insufficient adoption of technology. The squeeze is on from both ends: Student-purchased technology is usually derided, suppressed, and sometimes confiscated. These tools are part of the technology spectrum kids know they will have to master. On the other end, technology in the schools is dated, the Internet is firewalled, and there isn’t enough equipment to go around.
- Focusing on information retention as opposed to new knowledge production. Disk-drive learning is for computers. Knowledge production and innovation are for humans. The first requires fast recall and low error rates from dumb systems; the second, driven by intelligent people, builds the economy and keeps America competitive.
- Innovation is eschewed. Most U.S. teachers think innovation is something that requires them to suffer the discomforts and pains of adaptation. They don’t accept change as a necessary function of expanding national competitiveness. Many U.S. teachers might be more comfortable in industrial world economies and societies represented by China and South Korea, or 1950’s America.
- Continuous reorganization of school leadership and priorities, particularly in urban schools. Serious questions can be raised whether schools are the organizations required to cope with semi-permanent underclasses, violent youth, incompetent, irresponsible parenting and negative adult role models. What institutional substitutions would you make for the schools?
- National education priorities are built on an idealized past, not on emergent and designed futures. Blends of applied imagination, creativity, and innovation are required to visualize preferred futures, to render them proximal and grounded, and to forge them into empirical realities. On the other hand, it is quite possible that Secretary Spellings and other highly placed education “leaders” have never had an original thought in their entire lives.
- Social class and cultural problems in schools and communities suggest that the schools live in a Norman Rockwell past. Bright kids capable of novel thought and new culture creation have never fit into the industrially modeled American schools, and lower-middle class teachers have little respect for working- and poverty-class art, music, and culture. It appears that the schools are populated by timid, unimaginative, lower-middle class professional placeholders who crave convention (spelling bees, car washes, exceptional sports performances) over invention.
- Failing to invest resources in education, both financially and socially. Education is formal, informal, and non-formal in structure and function. It is possible that formal education will be recognized as the least powerful of this trio, in part because it is so dated, and in part because it occurs in such a small percentage of life compared with the other two types. Perhaps new funding algorithms and decisions must follow this ratio.
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Category: Top ten list
Tags: Accelerating Change, civil rights, Innovation, leadership, NCLB, politics, teaching, USA